Working notes from the people who build the agents
September 9, 2026 · Reqmint
What an independent LL144 bias auditor actually asks for, and the tables and queries that produce it: a self-ID table the scorer cannot read, a screening log with the human decision, selection rates and impact ratios in SQL.
Read moreSeptember 9, 2026 · Reqmint
Candidates and resume-optimisation tools now paste white-on-white text into PDFs telling an AI screener to rate the applicant highly. Here is how to extract text so you can see it, strip and quarantine it, keep the model away from instructions, and log what you found.
Read moreSeptember 9, 2026 · Reqmint
Expired licenses and lapsed certifications pull contractors off assignment mid-week. This walkthrough builds a credential watchlist: one table, a rules table for lead times, an escalation ladder, and the record you keep for the client audit.
Read moreSeptember 9, 2026 · Reqmint
An agent that drafts recruiter outreach needs somewhere for a human to say yes. This walkthrough builds the queue: a suppression check before drafting, one row per draft with a state machine, a claim step so two recruiters cannot send the same message, expiry for stale drafts, and the write-back that puts the sent note on the ATS record.
Read moreAugust 25, 2026 · Reqmint
The Monday-morning redeployment report is one landing table, an outreach log, and two window functions. A walkthrough you can adapt to any ATS export.
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